Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: EDARADD

Gene summary for EDARADD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EDARADD

Gene ID

128178

Gene nameEDAR associated death domain
Gene AliasECTD11A
Cytomap1q42.3-q43
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q8WWZ3


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
128178EDARADDP61T-EHumanEsophagusESCC8.11e-122.37e-010.099
128178EDARADDP62T-EHumanEsophagusESCC1.69e-253.97e-010.1302
128178EDARADDP65T-EHumanEsophagusESCC9.55e-233.76e-010.0978
128178EDARADDP74T-EHumanEsophagusESCC2.11e-102.99e-010.1479
128178EDARADDP75T-EHumanEsophagusESCC1.00e-163.70e-010.1125
128178EDARADDP76T-EHumanEsophagusESCC2.37e-021.09e-010.1207
128178EDARADDP79T-EHumanEsophagusESCC1.79e-113.21e-010.1154
128178EDARADDP80T-EHumanEsophagusESCC6.96e-123.19e-010.155
128178EDARADDP83T-EHumanEsophagusESCC1.82e-041.33e-010.1738
128178EDARADDP84T-EHumanEsophagusESCC1.34e-042.44e-010.0933
128178EDARADDP89T-EHumanEsophagusESCC2.44e-186.96e-010.1752
128178EDARADDP127T-EHumanEsophagusESCC8.30e-091.63e-010.0826
128178EDARADDP128T-EHumanEsophagusESCC7.89e-061.81e-010.1241
128178EDARADDP130T-EHumanEsophagusESCC1.25e-336.29e-010.1676
128178EDARADDC04HumanOral cavityOSCC6.63e-053.19e-010.2633
128178EDARADDC21HumanOral cavityOSCC1.55e-367.71e-010.2678
128178EDARADDC30HumanOral cavityOSCC2.49e-207.02e-010.3055
128178EDARADDC43HumanOral cavityOSCC8.90e-112.96e-010.1704
128178EDARADDC46HumanOral cavityOSCC3.97e-225.01e-010.1673
128178EDARADDC51HumanOral cavityOSCC5.07e-073.80e-010.2674
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:190122411EndometriumEECpositive regulation of NIK/NF-kappaB signaling19/216869/187232.27e-042.70e-0319
GO:19012222EndometriumEECregulation of NIK/NF-kappaB signaling24/2168112/187232.00e-031.51e-0224
GO:00380612EndometriumEECNIK/NF-kappaB signaling27/2168143/187236.99e-034.01e-0227
GO:19012247EsophagusHGINpositive regulation of NIK/NF-kappaB signaling18/258769/187234.94e-034.18e-0218
GO:190122414EsophagusESCCpositive regulation of NIK/NF-kappaB signaling44/855269/187231.86e-038.42e-0344
GO:00380615EsophagusESCCNIK/NF-kappaB signaling81/8552143/187235.33e-032.00e-0281
GO:00380614Oral cavityOSCCNIK/NF-kappaB signaling78/7305143/187231.14e-048.35e-0478
GO:19012246Oral cavityOSCCpositive regulation of NIK/NF-kappaB signaling40/730569/187231.08e-035.56e-0340
GO:19012224Oral cavityOSCCregulation of NIK/NF-kappaB signaling59/7305112/187232.25e-031.00e-0259
GO:190122212Oral cavityLPregulation of NIK/NF-kappaB signaling44/4623112/187234.38e-044.19e-0344
GO:190122413Oral cavityLPpositive regulation of NIK/NF-kappaB signaling29/462369/187231.15e-039.40e-0329
GO:003806112Oral cavityLPNIK/NF-kappaB signaling52/4623143/187231.20e-039.66e-0352
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa040645EsophagusESCCNF-kappa B signaling pathway67/4205104/84651.62e-034.89e-032.50e-0367
hsa0406412EsophagusESCCNF-kappa B signaling pathway67/4205104/84651.62e-034.89e-032.50e-0367
hsa040644Oral cavityOSCCNF-kappa B signaling pathway67/3704104/84651.57e-056.75e-053.44e-0567
hsa0406411Oral cavityOSCCNF-kappa B signaling pathway67/3704104/84651.57e-056.75e-053.44e-0567
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
EDARADDSNVMissense_Mutationc.575N>Gp.Glu192Glyp.E192GQ8WWZ3protein_codingtolerated(0.07)probably_damaging(0.909)TCGA-B6-A0RT-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
EDARADDSNVMissense_Mutationnovelc.284N>Tp.Ser95Phep.S95FQ8WWZ3protein_codingdeleterious(0.03)benign(0.08)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
EDARADDinsertionFrame_Shift_Insnovelc.212_213insCTTTTCTGCCp.Lys71AsnfsTer15p.K71Nfs*15Q8WWZ3protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
EDARADDinsertionNonsense_Mutationnovelc.213_214insTGAGGGTTTTCCTTAATTAATTAACTp.Asn72Terp.N72*Q8WWZ3protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
EDARADDSNVMissense_Mutationc.133N>Tp.Pro45Serp.P45SQ8WWZ3protein_codingdeleterious(0.01)possibly_damaging(0.491)TCGA-Q1-A6DT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
EDARADDSNVMissense_Mutationc.415T>Cp.Trp139Argp.W139RQ8WWZ3protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
EDARADDSNVMissense_Mutationrs763414523c.586C>Tp.Arg196Cysp.R196CQ8WWZ3protein_codingdeleterious(0.01)possibly_damaging(0.745)TCGA-AZ-4614-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
EDARADDSNVMissense_Mutationc.178N>Cp.Ile60Leup.I60LQ8WWZ3protein_codingtolerated(0.14)benign(0)TCGA-CM-5863-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
EDARADDSNVMissense_Mutationnovelc.202N>Gp.Ser68Alap.S68AQ8WWZ3protein_codingtolerated(0.13)benign(0.04)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
EDARADDSNVMissense_Mutationnovelc.610N>Tp.Pro204Serp.P204SQ8WWZ3protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AP-A1DP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapypaclitaxelPD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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